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Predicting decompression surgery by applying multimodal deep learning to patients' structured and unstructured health data.
Jujjavarapu, Chethan; Suri, Pradeep; Pejaver, Vikas; Friedly, Janna; Gold, Laura S; Meier, Eric; Cohen, Trevor; Mooney, Sean D; Heagerty, Patrick J; Jarvik, Jeffrey G.
Afiliación
  • Jujjavarapu C; Department of Biomedical Informatics and Medical Education, School of Medicine, University of Washington, Box 358047, Seattle, WA, 98195, USA.
  • Suri P; Clinical Learning, Evidence and Research Center, University of Washington, 4333 Brooklyn Ave NE, Seattle, WA, 98105, USA.
  • Pejaver V; Department of Rehabilitation Medicine, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA.
  • Friedly J; Institute for Genomic Health, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
  • Gold LS; Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, 10029, USA.
  • Meier E; Clinical Learning, Evidence and Research Center, University of Washington, 4333 Brooklyn Ave NE, Seattle, WA, 98105, USA.
  • Cohen T; Department of Rehabilitation Medicine, University of Washington, 1959 NE Pacific St, Seattle, WA, 98195, USA.
  • Mooney SD; Clinical Learning, Evidence and Research Center, University of Washington, 4333 Brooklyn Ave NE, Seattle, WA, 98105, USA.
  • Heagerty PJ; Department of Radiology, University of Washington, 1959 NE Pacific Street, Seattle, WA, 98195, USA.
  • Jarvik JG; Clinical Learning, Evidence and Research Center, University of Washington, 4333 Brooklyn Ave NE, Seattle, WA, 98105, USA.
BMC Med Inform Decis Mak ; 23(1): 2, 2023 01 06.
Article en En | MEDLINE | ID: mdl-36609379
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Estenosis Espinal / Dolor de la Región Lumbar / Aprendizaje Profundo / Desplazamiento del Disco Intervertebral Tipo de estudio: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article
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Texto completo: 1 Base de datos: MEDLINE Asunto principal: Estenosis Espinal / Dolor de la Región Lumbar / Aprendizaje Profundo / Desplazamiento del Disco Intervertebral Tipo de estudio: Diagnostic_studies / Guideline / Observational_studies / Prognostic_studies / Risk_factors_studies Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2023 Tipo del documento: Article